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Exact Statistical Methods for Data Analysis: Springer Series in Statistics

Autor Bell Weerahandi, Sam Weerhandi, Samaradasa Weerahandi
en Limba Engleză Hardback – 30 sep 2003
Now available in paperback, this book covers some recent developments in statistical inference. It provides methods applicable in problems involving nuisance parameters such as those encountered in comparing two exponential distributions or in ANOVA without the assumption of equal error variances. The generalized procedures are shown to be more powerful in detecting significant experimental results and in avoiding misleading conclusions.
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Specificații

ISBN-13: 9780387943602
ISBN-10: 0387943609
Pagini: 328
Dimensiuni: 163 x 242 x 24 mm
Greutate: 0.64 kg
Ediția:1995. Corr. 2nd
Editura: Springer
Seria Springer Series in Statistics

Locul publicării:New York, NY, United States

Cuprins

Preface; Preliminary Notions; Notions in Significance Testing of Hypotheses; Review of Special Distributions; Exact Nonparametric Methods; Generalized p-Values; Generalized Confidence Intervals; Comparing Two Normal Populations; Analysis of Variance; Mixed Models; Regression; Appendix A. Elements of Bayesian Inference; Appendix B. Technical Arguments; Reference; Index.

Descriere

This book gives a lucid account of new and recent developments in statistical inference. The author's goal is to develop a theory of generalized p-values and generalized confidence intervals, and to show how concepts may be used to make exact statistical inferences in a variety of practical applications. Numerous exercises are provided to further illustrate the concepts.